フォロー
Ruben Ohana
タイトル
引用先
引用先
Kernel computations from large-scale random features obtained by optical processing units
R Ohana, J Wacker, J Dong, S Marmin, F Krzakala, M Filippone, L Daudet
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
172020
Align, then memorise: the dynamics of learning with feedback alignment
M Refinetti, S d’Ascoli, R Ohana, S Goldt
International Conference on Machine Learning, 8925-8935, 2021
12*2021
Reservoir Computing meets Recurrent Kernels and Structured Transforms
J Dong, R Ohana, M Rafayelyan, F Krzakala
Advances in Neural Information Processing Systems 33, 2020
102020
Adversarial robustness by design through analog computing and synthetic gradients
A Cappelli, R Ohana, J Launay, L Meunier, I Poli, F Krzakala
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
52022
LightOn Optical Processing Unit: Scaling-up AI and HPC with a Non von Neumann co-processor
C Brossollet, A Cappelli, I Carron, C Chaintoutis, A Chatelain, L Daudet, ...
arXiv preprint arXiv:2107.11814, 2021
32021
Impact of epitaxial strain on the topological-nontopological phase diagram and semimetallic behavior of InAs/GaSb composite quantum wells
H Irie, T Akiho, F Couëdo, R Ohana, K Suzuki, K Onomitsu, K Muraki
Physical Review B 101 (7), 075433, 2020
32020
Photonic co-processors in HPC: using LightOn OPUs for Randomized Numerical Linear Algebra
D Hesslow, A Cappelli, I Carron, L Daudet, R Lafargue, K Müller, ...
arXiv preprint arXiv:2104.14429, 2021
22021
ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients
A Cappelli, J Launay, L Meunier, R Ohana, I Poli
arXiv preprint arXiv:2108.04217, 2021
22021
Photonic Differential Privacy with Direct Feedback Alignment
R Ohana, HJM Ruiz, J Launay, A Cappelli, I Poli, L Ralaivola, ...
Advances in Neural Information Processing Systems 35, 2021
22021
Complex-to-Real Random Features for Polynomial Kernels
J Wacker, R Ohana, M Filippone
arXiv preprint arXiv:2202.02031, 2022
12022
Binarization for Optical Processing Units via REINFORCE
B Kozyrskiy, I Poli, R Ohana, L Daudet, I Carron, M Filippone
Proceedings of the 3rd International Conference on Advances in Signal …, 2021
12021
Experimental approach to demonstrating contextuality for qudits
A Sohbi, R Ohana, I Zaquine, E Diamanti, D Markham
Physical Review A 103 (6), 062220, 2021
12021
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances
R Ohana, K Nadjahi, A Rakotomamonjy, L Ralaivola
arXiv preprint arXiv:2206.03230, 2022
2022
METHOD AND SYSTEM FOR MACHINE LEARNING USING OPTICAL DATA
I Poli, J Launay, K Müller, G Pariente, I Carron, L Daudet, R Ohana, ...
US Patent App. 17/331,240, 2021
2021
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